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Assessment of cerebral glucose metabolism in cat deafness model: strategies for improving the voxel-based statistical analysis for animal PET studies.

机译:猫耳聋模型中脑葡萄糖代谢的评估:改善基于体素的动物PET研究统计分析的策略。

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PURPOSE: The aim of this study was to establish the procedures for 3D voxel-based statistical analysis of 2-deoxy-2-[(18)F]fluoro-D-glucose-positron emission tomography (FDG-PET) images of a cat's brain obtained using a small animal-dedicated PET system and to assess the utility of this approach in investigating the cerebral glucose metabolism in an animal model of cortical deafness. PROCEDURES: This study compared several different strategies for the spatial processing of PET data acquired twice from eight cats before and after inducing deafness in terms of the comparability of the statistical analysis results to the established pattern of the cerebral glucose metabolic changes in the deaf animals. RESULTS: The accuracy of the spatial preprocessing procedures and the statistical significance of the comparison were improved by removing the background activities outside the brain regions. The use of the spatial normalization parameters obtained from the mean image of the realigned data set for individual data also helped improve the statistical significance of the paired t testing. It was also found that an adjustment of the registration options was also important for increasing the precision of the realignment. CONCLUSIONS: A method for voxel-based analysis of the PET data of a cat's brain was optimized. The results demonstrated the high localization accuracy and specificity of this method, which is expected to be useful for examining the brain PET data of medium-sized animals such as cats.
机译:目的:本研究的目的是为猫的2-脱氧-2-[(18)F]氟-D-葡萄糖-正电子发射断层扫描(FDG-PET)图像建立基于3D体素的统计分析程序。使用小型动物专用PET系统获得的大脑,并评估此方法在研究皮质性耳聋动物模型中的葡萄糖代谢方面的实用性。程序:本研究比较了八种猫诱发耳聋前后两次采集的PET数据的空间处理的几种不同策略,这是统计分析结果与聋动物脑葡萄糖代谢变化既定模式的可比性。结果:通过消除大脑区域以外的背景活动,提高了空间预处理程序的准确性和比较的统计学意义。从重新排列后的数据集的平均图像中获得的空间归一化参数对单个数据的使用,也有助于提高配对t检验的统计显着性。还发现调整配准选项对于提高重新对准的精度也很重要。结论:优化了一种基于体素的猫脑PET数据分析方法。结果表明该方法具有很高的定位准确性和特异性,有望用于检查中型动物(如猫)的大脑PET数据。

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